Define: Behavioral analytics?
Behavioral analytics is a recent advancement in business analytics that reveals new insights into the behavior of consumers on eCommerce platforms, online games, web and mobile applications, and IoT. The rapid increase in the volume of raw event data generated by the digital world enables methods that go beyond typical analysis by demographics and other traditional metrics that tell us what kind of people took what actions in the past. Behavioral analysis focuses on understanding how consumers act and why, enabling accurate predictions about how they are likely to act in the future. It enables marketers to make the right offers to the right consumer segments at the right time.
Top Behavioral analytics Companies and Solutions
This article showcases Threat.Technology’s top picks for the best Behavioral analytics solutions. We selected these companies for exceptional performance in one of these categories:
- Innovative ideas
- Innovative route to market
- Innovative product
- Exceptional growth
- Exceptional growth strategy
- Societal impact
Traceable combines the end-to-end distributed tracing, cloud-native integrations, and advanced behavioral analytics to provide modern application and API security. It natively instruments Kubernetes, Envoy Service Mesh, Serverless, and other cloud-native environments to secure transactions.
Traceable leverages machine learning technology to analyze data from the user and session to the application code in order to learn normal application behavior and detect activities that deviate from the norm, allowing businesses to easily analyze attack attempts and perform root cause analysis to conduct security operations.. .
Aware is a cloud intelligence platform that adopts the latest advancements in cognitive computing, artificial intelligence and behavioral analytics to amplify enterprise value by monitoring the social graph. They harness the power of their platform’s insights into human behavior and interactivity to create great value for the enterprise.
They have only built a fraction of what they imagined and now they are looking for incredibly talented people to help us achieve their aspirational vision.. .
Sixgill is a worldwide leading cyber intelligence vendor. Cyber intelligence is the critical missing link in today’s cybersecurity environment, providing organizations with a threat intelligence picture that allows them to focus their resources on preventing attacks, discover those already perpetrated and mitigating the damage caused by cybercrime.
Established in 2014, the Company already has a wide range of customers from leading Fortune 500 companies as well as Federal Agencies. Utilizing artificial intelligence and machine learning, Sixgill automates the production cycle of cyber intelligence from monitoring, to extraction to production, uniquely focusing on relevant threat actors by mapping the Dark Web as a Social network where significant amounts of cybercrime takes place.
Providing prioritized and automated real time alerts when threats are detected and then providing a comprehensive threat intelligence picture through advanced data mining and behavioral analytics of the threat actors, the time from alert to receipt of automated actionable intelligence is the fastest on the market.. . Providing prioritized and automated real time alerts when threats are detected and then providing a comprehensive threat intelligence picture through advanced data mining and behavioral analytics of the threat actors, the time from alert to receipt of automated actionable intelligence is the fastest on the market.. .
Guardian Analytics is the pioneer and leading provider of behavioral analytics and machine learning solutions for preventing banking fraud. More than 400 financial institutions have standardized on Guardian Analytics’ innovative solutions to mitigate fraud risk and rely on the company to stop the sophisticated criminal attacks targeting retail and commercial banking clients.
With Guardian Analytics, financial institutions build trust, increase competitiveness, improve their customer experience and scale operations. Guardian Analytics is privately held and based in Mountain View, CA.
For more information, please visit www.GuardianAnalytics.com. Guardian Analytics is a registered trademark of Guardian Analytics, Inc.. For more information, please visit www.GuardianAnalytics.com. .
No Compromise Behavioral Analytics Niara’s security analytics platform automates the detection of attacks that have bypassed an organization’s perimeter defenses and dramatically reduces the time and skill needed to investigate and respond to security events. The solution applies machine learning algorithms to data from the network and security infrastructure to detect compromised users, entities, and malicious insiders, reduce the time for incident investigation and response, and speed threat hunting efforts by focusing security teams on the threats that matter.
Headquartered in Sunnyvale, Calif., the company is backed by NEA, Index Ventures, and Venrock. For more information, visit www.niara.com..
Interset, now a part of Micro Focus, equips security teams with analytics to detect, investigate, and respond to threats before data is stolen. Our user and entity behavioral analytics augments existing security tools and leverages machine learning to measure the unique footprint of systems and users—distilling billions of events into a handful of prioritized threat leads.
What used to take months, now takes minutes. A member of the In-Q-Tel portfolio, Interset is trusted to protect critical data and infrastructure in the finance, high tech manufacturing, healthcare, utility, and energy industries..
Fortscale is redefining behavioral analytics, with the industry’s first embeddable engine, making behavioral analytics available for everyone. Fortscale automates the delivery and use of behavioral analytics throughout the security infrastructure, embedding it within the native operations of security devices, so it can be used to quickly pinpoint risks, improve decision-making and strengthen security.
When integrated, Fortscale processes the data collected by the device, using predictive, big data analytics and advanced machine learning, to autonomously model behaviors and quickly and accurately identify anomalous, high-risk activity. Backed by Intel Capital, Blumberg Capital, Swarth Group, CerraCap Ventures, UST-Global, CME Ventures, Evolution Equity and Valor Capital, Fortscale’s behavioral analytics delivers the visibility and insights needed to uncover hard to spot attacks and insider threats and improve the overall efficiency and impact of the security infrastructure.
For more information, visit http://www.fortscale.com. . For more information, visit http://www.fortscale.com. .
Cyphort has developed Next Generation Distributed Software Platform to provide the broadest enterprise visibility and accurate detection of advanced threats & evasion techniques, and zero-day attacks by utilizing behavioral analytics, machine learning, and Long-Data Security-Analytics. Cyphort’s innovative approach detects the most advanced threats through a highly accurate platform combined with validation and prioritization of threats in context of the organizations eco-system.
Through this process Cyphort produces highly customized Actionable Intelligence to users. The Cyphort Distributed Platform has been build with flexibility allowing for seamless integration and detection not only at the edge and network layers but also in virtual infrastructures, cloud environments, and mobile platforms..
Silver Tail Systems
Silver Tail Systems is the leading provider of predictive analytics to detect and prevent fraud and abuse on websites. Business logic abuse is a rising concern as its extremely difficult to detect and stop, but these hijack threats, velocity attacks and gaming schemes are costing companies millions, if not billions in online fraud.
Silver Tail Forensics and Mitigation products use a new generation of detection, efficient investigation and real-time mitigation of events to track suspicious behavior and divert the bad actors, leaving legitimate users unaffected.. .
Scout Analytics is the leader in digital revenue optimization, enabling publishers to increase their average revenue per user (ARPU) by as much as 10-15 percent. Scout Analytics™ SaaS-based application leverages patent-pending behavioral analytics technology to target and monetize user engagement.
In action at over 70 publishers, Scout Analytics is a proven solution for both subscription and advertising revenue models. Scout Analytics is a venture-backed company headquartered in Issaquah, Washington..
ResponSight offers enterprise risk and security profiling technology using behavioral analytics without collecting private information. ResponSight is an enterprise endpoint risk profiling approach designed to address these challenges.
We capture behavioural metrics (ie the way users and applications use a machine/endpoint) to identify baseline activity profiles – people use their hardware in a very consistent (even predictable) way over time.. .
CyberFlow Analytics develops FlowScape software that delivers continuous cyber security threat assessment and monitoring at scale using unsupervised machine learning and behavioral analytics. CyberFlow technology is focused on detection of Advanced Persistent Threats (APTs) and cyber breaches for the enterprise security market and the Industrial Internet of Things.
The company has termed the expression “anomalytics” to describe real-time network anomaly detection using advanced analytics. The company was founded and is managed by an experienced management team, which includes Dr.
Hossein Eslambolchi, Tom Caldwell and Louie Gasparini. CyberFlow Analytics is a privately held company headquartered in San Diego, California with offices in Silicon Valley. Hossein Eslambolchi, Tom Caldwell and Louie Gasparini. .
NuData Security, a Mastercard company
NuData Security is a behavioral biometrics company. It helps companies identify users based on their online interactions.
NuData’s flagship product, NuDetect, is used by some of the biggest brands in the world to prevent fraud and offer a great customer experience. NuData Security, a Mastercard company, helps businesses identify users based on their online interactions and stops all forms of automated fraud.
By analyzing over 200 billion events annually, NuData harnesses the power of behavioral and biometrics analysis, enabling its clients to identify the human behind the device accurately. This allows clients to verify users before a critical decision, block account takeover, stop automated attacks, and reduce customer insult.
By analyzing over 200 billion events annually, NuData harnesses the power of behavioral and biometrics analysis, enabling its clients to identify the human behind the device accurately. .
We are laser focused on detecting and eradicating cyber security threats in Real-Time. The world is becoming numb at hearing how rampant and unstoppable data breaches have become.
These data breaches continue to go undetected for many days and sometimes months or years, despite businesses deploying today’s best cyber security solutions and armies of trained professionals. More often than not, threats and data breaches are only detected after the damage has been done.
Worse yet, 90% of businesses cannot afford such measures as ineffective as they are. Today’s businesses and government organizations need a cost effective fully automated solution that actually detects and stops or eliminates the threats in real time.
Worse yet, 90% of businesses cannot afford such measures as ineffective as they are. To do this they collect metadata from every data flow in motion.
If it moves they will see it. Next they apply a set of advanced threat models and use machine-learning algorithms to catch the threats.
In order to do this they must apply machine learning to differentiate threat behavior from those behaviors that are normal. They then correlate these behaviors together to confirm the threat and determine its confidence score.
JustProtect is a Software-as-a-Service platform that helps enterprises simplify the process of distributing and responding to internal and third-party assessments to meet regulatory assessment requirements. The company offers automated risk assessment solutions to businesses of all sizes, plugging seamlessly into an organization’s data to ensure compliance at any stage of the business life cycle.
It aims to eliminate spreadsheet-based assessments and accelerate the process and reporting of data gathered, to provide organizations with data that more accurately assesses the maturity of an organization at multiple levels to make meaningful business decisions. Its SaaS platform uses industrial psychological assessment techniques and will gather behavioral analytics while asking compliance questions to people at different levels, to be able to determine the real efficacy of compliance control.
JustProtect was founded in 2017 and is headquartered in New York, New York.. . JustProtect was founded in 2017 and is headquartered in New York, New York.. .
Founded in 2007, Catelas is the leading next generation e-Surveillance & Risk Analytics software on the market today. Catelas’ patented Relationship ForensicsTM & Behavioral Analytics algorithms, combined with traditional Content based Lexicon & Clustering technologies, within a Machine Learning framework to automatically uncover risk within every message passing through a financial services firm.
“Catelas represents the next generation of risk-based eCommunications surveillance and investigation solutions for the financial services industry,” said Rob Lang, Vice President and Global Head of SMARTS, NASDAQ OMX. Catelas software helps both broker dealer supervision and control room surveillance meet the raised regulatory expectations.
Our clients need to proactively identify compliance issues much more quickly and effectively than ever before – and get ahead of them fast. Without increasing resources, our clients operate a far more comprehensive and defensible compliance program, positioning them well with regulators.
Our clients need to proactively identify compliance issues much more quickly and effectively than ever before – and get ahead of them fast. Patented algorithms, based on Relationship ForensicsTM & Behavioral Science, present the compliance analyst with an unprecedented view into how business is conducted.
Catelas uncovers who matters and how they connect within these large collaborative networks. Analysts visualize Information Barriers, Control Rooms, Watch List networks, and Bloomberg Chat rooms, and are automatically guided to where the risks are greatest.
Mazu Networks, Inc. offers solutions that enable IT organizations to manage, secure, and optimize the availability and performance of business services.
It provides Mazu Profiler, a network behavior analysis system that offers behavioral analytics, user identification and application fingerprinting, role-based presentation, and intelligent operation with other systems in the infrastructure to support new and ongoing IT initiatives, including application performance management, WAN management, data center consolidation, security and compliance, and CMDB discovery; and Mazu Profiler Discovery that discovers configuration items (CI) in a subset of network or across the entire enterprise for CI inventory and dependency information. The company’s solutions help network operations to protect services, data, and intellectual property.
The company helps its customers in data center migration, disaster recovery planning, ITIL, virtualization, and VoIP. Mazu Networks, Inc.
The company helps its customers in data center migration, disaster recovery planning, ITIL, virtualization, and VoIP. The company has strategic partnerships with BMC Software, Inc.; Cisco Systems, Inc.; Forsythe Technology, Inc.; IBM; and Symantec Corporation.
Mazu Networks, Inc. was founded in 2000 and is headquartered in Cambridge, Massachusetts with additional offices in New York, San Francisco, Chicago, and Atlanta, as well as in Washington, D.C.
As of February 19, 2009, Mazu Networks, Inc. operates as a subsidiary of Riverbed Technology, Inc..
Change Dynamix makes security and risk intelligence easier with behavioral analytics. The value Change Dynamix brings to our clients is the ability to elevate their security and threat awareness with our services and solution with faster detection and cost-efficiency.
With continuous changes happening across dynamic organizations piecing together all the security data from traditional and log-based security technologies is prone to failure. Analytics on poor data leads to poor results.
While other security and risk analytics companies rely on traditional data and SIEM requirements Change Dynamix allows for a change in the approach with better visibility and outcomes for our clients.. . While other security and risk analytics companies rely on traditional data and SIEM requirements Change Dynamix allows for a change in the approach with better visibility and outcomes for our clients.. .
Predictico is a behavioral analytics system that profiles, analyzes, and alerts regarding potential insiders. The company focuses on the non- IT aspects of the employee behavior and history- monitoring it’s journey through the organization from recruitment to retirement (or termination), building a behavioral profile and seeking “red flags” signaling changes in behavior which may indicate the employee is becoming a potential threat.
Predictico utilizes a proprietary big data analysis and profiling engine and receives its indicators from HR, ERP and other systems within the organization. It was founded in 2016 and is based in Herzliya, Tel Aviv, Israel..
Chalet Tech assigns a risk score to every piece of sensitive data within an organization. The key technology is its Adaptive Data Behavioral Model™ (also called DataDNA™) which provides risk assessments by analyzing database transactions in real-time.
Our highly scalable solution consists of Host and Network Agents that deliver in-depth activity monitoring of databases. The enterprise level platform uses behavioral analytics, and data-centric auditing and protection capabilities to mitigate risk..
This article was written by Benjamin Skute from Threat.Technology. The editor for this article was Tess Page. If your company is featured in this article and you want to have amendments made please contact us on: [email protected].
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